Paul C. Kainen

IM
3papers
2citations
Novelty10%
AI Score11

3 Papers

FAFeb 26, 2023
Bochner integrals and neural networks

Paul C. Kainen, A. Vogt

A Bochner integral formula is derived that represents a function in terms of weights and a parametrized family of functions. Comparison is made to pointwise formulations, norm inequalities relating pointwise and Bochner integrals are established, variation-spaces and tensor products are studied, and examples are presented. The paper develops a functional analytic theory of neural networks and shows that variation spaces are Banach spaces.

COFeb 25, 2023
Construction numbers: How to build a graph?

Paul C. Kainen

A construction sequence for a graph is a listing of the elements of the graph (the set of vertices and edges) such that each edge follows both its endpoints. The construction number of the graph is the number of such sequences. We determine this number for various graph families.

IMJul 30, 2021
Lunaport: Math, Mechanics & Transport

Paul C. Kainen

Issues for transport facilities on the lunar surface related to science, engineering, architecture, and human-factors are discussed. Logistic decisions made in the next decade may be crucial to financial success. In addition to outlining some of the problems and their relations with math and computation, the paper provides useful resources for decision-makers, scientists, and engineers.